The thud jolted Arthur awake, a deep rumble that shook the dusty framed photographs on his wall. He squinted at the morning light, already too bright, too expectant. He knew, before he even swung his legs over the side of the bed, what it was. The ancient oak next door. Again. He dragged himself to the window, his back aching, and saw the colossal sprawl of branches and splintered wood across Mrs. Henderson’s meticulously manicured lawn. He sighed, the sound lost in the growing morning clamor.

He shuffled downstairs, feeling the resistance in his ankles with each step. The smell of coffee was a feeble comfort, but the task before him felt monumental. He knew Mrs. Henderson would be frantic. He knew he'd have to help. He just didn't know how he was going to find the energy.

He poured a cup, the bitter taste doing little to rouse him. He stared out the window, at the devastation, at the approaching figure of Mrs. Henderson, and wondered if he could feign a sudden illness. Perhaps a touch of the flu? It was the perfect time of year.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198